Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840001949

The MH-36 locality cells most similar to this Nagpur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002051

distance 0.144

#2 · Nagpurcell 4840003852

distance 0.158

#3 · Nagpurcell 4840002231

distance 0.158

#4 · Nagpurcell 4840002237

distance 0.166

#5 · Nagpurcell 4840007019

distance 0.171

#6 · Nagpurcell 4840002493

distance 0.174

#7 · Nagpurcell 4840005064

distance 0.179

#8 · Chandrapurcell 4730007048

distance 0.185 · cross-district

#9 · Nagpurcell 4840002319

distance 0.19

#10 · Nagpurcell 4840002049

distance 0.193

#11 · Chandrapurcell 4730007161

distance 0.194 · cross-district

#12 · Nagpurcell 4840004471

distance 0.197

#13 · Nagpurcell 4840002050

distance 0.207

#14 · Yavatmalcell 5000003699

distance 0.211 · cross-district

#15 · Nagpurcell 4840002042

distance 0.215

#16 · Nagpurcell 4840004054

distance 0.216

#17 · Yavatmalcell 5000004411

distance 0.217 · cross-district

#18 · Chandrapurcell 4730006930

distance 0.218 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":484,"cluster_id":4840001949}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.